Fold 1 - Understanding why coefficient 239068801 was selected
Tag: INFANTS
Selected Coefficient: 239068801
Taxonomy Path: 0.81.8.3.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 239068801 | 3.012048 | 0.81.8.3.5 | 5.3.8.81.0 (5*83^4 + 3*83^3 + 8*83^2 + 81*83) | Yes | |
| 239530530 | 3.012048 | 0.0.76.3.5 | 5.3.76.0.0 (5*83^4 + 3*83^3 + 76*83^2) | No | |
| 4871143 | 4.000000 | 39.7.43.8 | 8.43.7.39 (8*83^3 + 43*83^2 + 7*83 + 39) | No | |
| 411307946 | 4.000000 | 35.2.28.55.8 | 8.55.28.2.35 (8*83^4 + 55*83^3 + 28*83^2 + 2*83 + 35) | No | |
| 1728154053 | 4.000000 | 14.2.31.34.36 | 36.34.31.2.14 (36*83^4 + 34*83^3 + 31*83^2 + 2*83 + 14) | No |
These are the training products that have the "INFANTS" tag (processing sequence 6958). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3071 | Absolute Essential Argan Oil (Organic) | 1728154053 | SERUM, SCARS, CARRIER OIL, CELLULITE, CRADLE CAP | 1489085252 | HAIR CARE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 411307946 | LIVER, CRADLE CAP, HORMONE BALANCE, WOMEN'S HEALTH, ALL AGES, BABIES | 172239145 | MENOPAUSE | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 239530530 | CONGESTION, CHILDREN'S | 461729 | none | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | 239068801 | IMMUNE, CHILDREN'S, CHEST | 0 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 4871143 | FAIR TRADE, NOURISHING, CHILDREN'S, SLEEP, CRADLE CAP, NEWBORNS, SKIN INFECTION, BABIES | -234197658 | none |